DynTxRegime (version 3.2)

BOWLBasic-class: Class "BOWLBasic"

Description

Results for a single step of the BOWL algorithm for a subset of data with binary treatment options and no subsets for propensity modeling.

Objects from the Class

Objects can be created by calls of the form new("BOWLBasic", ...). These objects are for convenience in package development and should not be created by users.

Slots

optTx:

Object of class "numeric." Estimated optimal treatment for training data. Coded as +1.0/-1.0 independent of notation provided in original data.

estVal:

Object of class "numeric." Estimated value of regime for training data.

regime:

Object of class "formula." Formula description of covariates used in kernel.

crossValidation:

Object of class "CVInfoOrNULL." Cross-validation results for training data.

optim:

Object of class "OWLOptim." Optimization results.

decisionFunc:

Object of class "numeric." Estimated decision function for origina data.

Methods

cvInfo

signature(object = "BOWLBasic"): Retrieve cross-validation matrix.

optimObj

signature(object = "BOWLBasic"): Retrieve optimization results.

.predictOptimalTx

signature(x = "BOWLBasic", newdata = "missing"): Retrieve estimated optimal treatment for training data. Method is not exported.

.predictOptimalTx

signature(x = "BOWLBasic", newdata = "data.frame"): Estimate optimal treatment for newdata. Method is not exported.

print

signature(x = "BOWLBasic"): Print key results of method.

regimeCoef

signature(object = "BOWLBasic"): Retrieve parameter estimates for decision function.

show

signature(object = "BOWLBasic"): Show key results of method.

summary

signature(object = "BOWLBasic"): Retrieve key summary information of method.

Examples

# NOT RUN {
showClass("BOWLBasic")
# }